CN104933871B - Method and system for detecting traffic vehicles - Google Patents
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Abstract
本申请公开了一种交通车辆检测方法及系统,该方法包括:当在一段时间内检测到的所有目标地磁场实时信号与预先确定的背景地磁场值之间的差值均大于第一阈值时,确定出目标时间长度和目标极大值信号;根据目标极大值信号和背景地磁场值,确定出目标偏差因子;当目标偏差因子大于第二阈值时,进行相邻车道干扰条件的判断,如果不满足相邻车道干扰条件,则进行车辆通过条件的判断。本发明在目标偏差因子大于第二阈值的前提下,对上述目标偏差因子和目标时间长度是否满足相邻车道干扰条件进行了判断,以此降低了由于外界非车辆因素产生的干扰或者由于相邻车道上的车辆对目标车道的干扰而引起的车辆统计偏差,提高了统计结果准确性。
The present application discloses a traffic vehicle detection method and system, the method comprising: when the difference between all real-time signals of the target geomagnetic field detected within a period of time and the predetermined background geomagnetic field value is greater than the first threshold , determine the target time length and the target maximum signal; determine the target deviation factor according to the target maximum signal and the background geomagnetic field value; when the target deviation factor is greater than the second threshold, judge the interference condition of the adjacent lane, If the adjacent lane interference condition is not satisfied, the vehicle passing condition is judged. On the premise that the target deviation factor is greater than the second threshold, the present invention judges whether the above-mentioned target deviation factor and target time length meet the interference condition of adjacent lanes, so as to reduce the interference caused by external non-vehicle factors or the interference caused by adjacent lanes. The statistical deviation of vehicles caused by the interference of the vehicles on the lane to the target lane improves the accuracy of the statistical results.
Description
技术领域technical field
本发明涉及车辆检测技术领域,特别涉及一种交通车辆检测方法及系统。The invention relates to the technical field of vehicle detection, in particular to a traffic vehicle detection method and system.
背景技术Background technique
目前,在对车道上行驶车辆进行检测时,人们通常采用磁传感器对车辆进行检测。车辆本身含有的铁磁物质能够改变车辆所在区域的地磁场线,当车辆经过磁传感器所在的监测位置时,磁传感器便可以检测出到由于车辆经过该监测位置而引起的地磁场信号扰动,由此实现对车道上行驶车辆的检测。At present, when detecting vehicles running on a lane, people usually use magnetic sensors to detect the vehicles. The ferromagnetic substance contained in the vehicle itself can change the geomagnetic field lines in the area where the vehicle is located. When the vehicle passes the monitoring position where the magnetic sensor is located, the magnetic sensor can detect the disturbance of the geomagnetic field signal caused by the vehicle passing the monitoring position. This enables the detection of vehicles traveling on the lane.
然而,在利用磁传感器对待测车道上的行驶车辆进行检测时,由于相邻车道上的行驶车辆经过监测位置附近时,会对待测车道上检测到的地磁场信号产生干扰,从而使得待测车道上最终检测到的行驶车辆数量出现严重偏差,影响了统计结果的准确性。另外,外界非车辆因素产生的干扰信号也能够对统计结果产生不良影响,降低了统计结果的准确性。However, when using a magnetic sensor to detect a vehicle on the track to be tested, when a vehicle on an adjacent lane passes near the monitoring position, it will interfere with the geomagnetic field signal detected on the track to be tested, thus making the track to be tested There is a serious deviation in the number of driving vehicles finally detected on the network, which affects the accuracy of the statistical results. In addition, interference signals generated by external non-vehicle factors can also have a negative impact on the statistical results, reducing the accuracy of the statistical results.
综上所述可以看出,如何降低由于外界非车辆因素产生的干扰或者由于相邻车道上的车辆对目标车道的干扰而引起的车辆统计偏差,从而提高统计结果的准确性是目前亟待解决的问题。To sum up, it can be seen that how to reduce the statistical deviation of vehicles caused by the interference caused by external non-vehicle factors or the interference of vehicles in adjacent lanes on the target lane, so as to improve the accuracy of statistical results is an urgent problem to be solved at present. question.
发明内容Contents of the invention
有鉴于此,本发明的目的是提供一种交通车辆检测方法及系统,降低了由于外界非车辆因素产生的干扰或者由于相邻车道上的车辆对目标车道的干扰而引起的车辆统计偏差,从而提高了统计结果的准确性。其具体方案如下:In view of this, the purpose of the present invention is to provide a traffic vehicle detection method and system, which reduces the vehicle statistical deviation caused by the interference caused by external non-vehicle factors or the interference of vehicles on the adjacent lanes on the target lane, thereby The accuracy of statistical results has been improved. The specific plan is as follows:
一种交通车辆检测方法,包括:A traffic vehicle detection method, comprising:
对目标车道上的目标监测位置进行地磁场信号的实时检测,得到目标地磁场实时信号;Real-time detection of the geomagnetic field signal at the target monitoring position on the target lane to obtain the real-time signal of the geomagnetic field of the target;
当在一段时间内检测到的所有目标地磁场实时信号与预先确定的背景地磁场值之间的差值均大于第一阈值时,将所述一段时间所对应的时间长度确定为目标时间长度,并将所述所有目标地磁场实时信号中信号强度最大的目标地磁场实时信号确定为目标极大值信号;When the difference between all the real-time signals of the target geomagnetic field detected within a period of time and the predetermined background geomagnetic field value is greater than the first threshold, the corresponding time length of the period of time is determined as the target time length, And the target geomagnetic field real-time signal with the largest signal strength among all the target geomagnetic field real-time signals is determined as the target maximum value signal;
根据所述目标极大值信号和所述背景地磁场值,确定出目标偏差因子;Determine a target deviation factor according to the target maximum value signal and the background geomagnetic field value;
当所述目标偏差因子大于第二阈值时,判断所述目标偏差因子和所述目标时间长度是否满足相邻车道干扰条件,如果是,则将所述所有目标地磁场实时信号确定为相邻车道对所述目标车道造成的干扰信号,如果否,则判断所述目标偏差因子和所述目标时间长度是否满足车辆通过条件;When the target deviation factor is greater than the second threshold, it is judged whether the target deviation factor and the target time length meet the adjacent lane interference condition, and if so, all the target geomagnetic field real-time signals are determined as adjacent lanes The interference signal caused to the target lane, if not, then judge whether the target deviation factor and the target time length meet the vehicle passing condition;
当所述目标偏差因子和所述目标时间长度满足所述车辆通过条件时,则将所述所有目标地磁场实时信号确定为由车辆通过所述目标车道上的目标监测位置时所检测到的信号。When the target deviation factor and the target time length meet the vehicle passing condition, then all the target geomagnetic field real-time signals are determined as signals detected when the vehicle passes the target monitoring position on the target lane .
优选的,每次对所述目标监测位置进行交通车辆检测作业时,均需预先对背景地磁场值进行重新确定处理。Preferably, each time the traffic vehicle detection operation is performed on the target monitoring position, the background geomagnetic field value needs to be re-determined in advance.
优选的,在一次交通车辆检测作业中,预先确定背景地磁场值的过程包括:Preferably, in a traffic vehicle detection operation, the process of predetermining the background geomagnetic field value includes:
当在需要确定背景地磁场值时,如果此时没有车辆通过所述目标监测位置,则对第一时间段内所述目标监测位置的地磁场信号进行检测,得到L个地磁场背景信号,L为大于2的正整数;利用上一次交通车辆检测作业中的背景地磁场值和所述L个地磁场背景信号中的M个地磁场背景信号,计算得到本次交通车辆检测作业中的背景地磁场值;其中,所述M个地磁场背景信号为在时间轴上位于所述L个地磁场背景信号中间位置的M个信号;When it is necessary to determine the background geomagnetic field value, if no vehicle passes through the target monitoring position at this time, then the geomagnetic field signal of the target monitoring position in the first time period is detected to obtain L geomagnetic field background signals, L It is a positive integer greater than 2; Utilize the background geomagnetic field value in the traffic vehicle detection operation last time and the M geomagnetic field background signals in the said L geomagnetic field background signals, calculate the background geomagnetic field in this traffic vehicle detection operation Magnetic field value; Wherein, the M background signals of the geomagnetic field are M signals located in the middle of the L background signals of the geomagnetic field on the time axis;
当在需要确定背景地磁场值时,如果此时有车辆通过所述目标监测位置,则将上一次交通车辆检测作业的背景地磁场值确定为本次交通车辆检测作业的背景地磁场值。When it is necessary to determine the background geomagnetic field value, if a vehicle passes the target monitoring position at this time, the background geomagnetic field value of the previous traffic vehicle detection operation is determined as the background geomagnetic field value of the traffic vehicle detection operation.
优选的,所述利用上一次交通车辆检测作业中的背景地磁场值和所述L个地磁场背景信号中的M个地磁场背景信号,计算得到本次交通车辆检测作业中的背景地磁场值的过程包括:Preferably, the background geomagnetic field value in the traffic vehicle detection operation is calculated by using the background geomagnetic field value in the last traffic vehicle detection operation and the M geomagnetic field background signals in the L geomagnetic field background signals. The process includes:
对所述M个地磁场背景信号进行平均值计算,得到第一平均值;Carry out mean value calculation to described M geomagnetic field background signals, obtain the first mean value;
分别将上一次交通车辆检测作业中的背景地磁场值和所述第一平均值乘以各自的权重系数并进行相加处理,得到本次交通车辆检测作业中的背景地磁场值;Respectively multiply the background geomagnetic field value in the last traffic vehicle detection operation and the first average value by respective weight coefficients and add up to obtain the background geomagnetic field value in this traffic vehicle detection operation;
其中,所述第一平均值的权重系数为β,上一次交通车辆检测作业中的背景地磁场值的权重系数为1-β,β为小于1的正数。Wherein, the weight coefficient of the first average value is β, the weight coefficient of the background geomagnetic field value in the last traffic vehicle detection operation is 1-β, and β is a positive number less than 1.
优选的,初始交通车辆检测作业中,预先确定背景地磁场值的过程包括:Preferably, in the initial traffic vehicle detection operation, the process of predetermining the background geomagnetic field value includes:
在没有车辆通过所述目标监测位置的情况下,对第二时间段内所述目标监测位置的地磁场信号进行检测,得到M0个地磁场背景信号,所述M0为正整数;In the case that no vehicle passes through the target monitoring position, the geomagnetic field signal of the target monitoring position in the second time period is detected to obtain M 0 geomagnetic field background signals, and the M 0 is a positive integer;
对所述M0个地磁场背景信号进行平均值计算,得到第二平均值,并将所述第二平均值确定为所述初始交通车辆检测作业的背景地磁场值。Perform average calculation on the M 0 background signals of the geomagnetic field to obtain a second average value, and determine the second average value as the background geomagnetic field value of the initial traffic vehicle detection operation.
优选的,所述根据所述目标极大值信号和所述背景地磁场值,确定出目标偏差因子的过程包括:Preferably, the process of determining the target deviation factor according to the target maximum value signal and the background geomagnetic field value includes:
将所述目标极大值信号减去所述背景地磁场值后,得到相应的差值,并将该差值与所述背景地磁场值之间的比值确定为所述目标偏差因子。After subtracting the background geomagnetic field value from the target maximum value signal, a corresponding difference value is obtained, and a ratio between the difference value and the background geomagnetic field value is determined as the target deviation factor.
优选的,所述判断所述目标偏差因子和所述目标时间长度是否满足相邻车道干扰条件的过程包括:Preferably, the process of judging whether the target deviation factor and the target time length meet the adjacent lane interference condition includes:
判断所述目标时间长度是否大于大车通过时间以及判断所述目标偏差因子是否小于大车最小偏差因子,如果所述目标时间长度大于所述大车通过时间且所述目标偏差因子小于所述大车最小偏差因子,则判定所述目标偏差因子和所述目标时间长度满足所述相邻车道干扰条件,否则,则判定所述目标偏差因子和所述目标时间长度不满足所述相邻车道干扰条件;Judging whether the target time length is greater than the cart passing time and judging whether the target deviation factor is less than the minimum deviation factor of the cart, if the target time length is greater than the cart passing time and the target deviation factor is less than the maximum If the minimum deviation factor of the vehicle is determined, it is determined that the target deviation factor and the target time length meet the adjacent lane interference condition, otherwise, it is determined that the target deviation factor and the target time length do not meet the adjacent lane interference condition condition;
其中,所述大车通过时间为大车通过所述目标监测位置时所需的时间,所述大车最小偏差因子为大车通过所述目标车道时最小的检测偏差因子。Wherein, the cart passing time is the time required for the cart to pass the target monitoring position, and the cart minimum deviation factor is the minimum detection deviation factor when the cart passes the target lane.
优选的,所述车辆通过条件包括大车通过条件和小车通过条件。Preferably, the vehicle passing conditions include large vehicle passing conditions and trolley passing conditions.
优选的,所述判断所述目标偏差因子和所述目标时间长度是否满足车辆通过条件的过程包括:Preferably, the process of judging whether the target deviation factor and the target time length meet the vehicle passing condition includes:
判断所述目标时间长度是否大于所述大车通过时间以及判断所述目标偏差因子是否大于小车最大偏差因子,如果所述目标时间长度大于所述大车通过时间且所述目标偏差因子大于所述小车最大偏差因子,则判定所述目标偏差因子和所述目标时间长度满足所述大车通过条件;Judging whether the target time length is greater than the cart passing time and judging whether the target deviation factor is greater than the maximum deviation factor of the trolley, if the target time length is greater than the cart passing time and the target deviation factor is greater than the car maximum deviation factor, then determine that the target deviation factor and the target time length meet the cart passing conditions;
判断所述目标时间长度是否小于小车通过时间,如果是,则判定所述目标偏差因子和所述目标时间长度满足所述小车通过条件;Judging whether the target time length is less than the trolley passing time, if yes, then determining that the target deviation factor and the target time length satisfy the trolley passing condition;
其中,所述小车最大偏差因子为小车通过所述目标车道时最大的检测偏差因子,所述小车通过时间为小车通过所述目标监测位置时所需的时间。Wherein, the maximum deviation factor of the car is the maximum detection deviation factor when the car passes the target lane, and the passing time of the car is the time required for the car to pass the target monitoring position.
本发明还公开了一种交通车辆检测系统,包括:The invention also discloses a traffic vehicle detection system, comprising:
信号检测模块,用于对目标车道上的目标监测位置进行地磁场信号的实时检测,得到目标地磁场实时信号;The signal detection module is used for the real-time detection of the geomagnetic field signal on the target monitoring position on the target lane, and obtains the real-time signal of the geomagnetic field of the target;
信号处理模块,用于当在一段时间内检测到的所有目标地磁场实时信号与预先确定的背景地磁场值之间的差值均大于第一阈值时,将所述一段时间所对应的时间长度确定为目标时间长度,并将所述所有目标地磁场实时信号中信号强度最大的目标地磁场实时信号确定为目标极大值信号;The signal processing module is used to convert the time length corresponding to the period of time when the difference between all real-time signals of the target geomagnetic field detected within a period of time and the predetermined background geomagnetic field value is greater than the first threshold value. Determine as the target time length, and determine the target geomagnetic field real-time signal with the largest signal strength among all the target geomagnetic field real-time signals as the target maximum value signal;
偏差因子确定模块,用于根据所述目标极大值信号和所述背景地磁场值,确定出目标偏差因子;A deviation factor determination module, configured to determine a target deviation factor according to the target maximum signal and the background geomagnetic field value;
第一判断模块,用于当所述目标偏差因子大于第二阈值时,判断所述目标偏差因子和所述目标时间长度是否满足相邻车道干扰条件,如果是,则将所述所有目标地磁场实时信号确定为相邻车道对所述目标车道造成的干扰信号;The first judging module is used for judging whether the target deviation factor and the target time length meet the adjacent lane interference condition when the target deviation factor is greater than the second threshold, and if so, all the target geomagnetic fields The real-time signal is determined as an interference signal caused by an adjacent lane to the target lane;
第二判断模块,用于当所述第一判断模块判定所述目标偏差因子和所述目标时间长度不满足相邻车道干扰条件时,判断所述目标偏差因子和所述目标时间长度是否满足车辆通过条件,如果是,则将所述所有目标地磁场实时信号确定为由车辆通过所述目标车道上的目标监测位置时所检测到的信号。The second judging module is used for judging whether the target deviation factor and the target time length meet the requirements of the vehicle when the first judging module judges that the target deviation factor and the target time length do not meet the adjacent lane interference condition The pass condition, if yes, determine the real-time signals of all the target geomagnetic fields as the signals detected when the vehicle passes the target monitoring position on the target lane.
本发明中,当在一段时间内检测到的所有目标地磁场实时信号与预先确定的背景地磁场值之间的差值均大于第一阈值时,便将上述一段时间所对应的时间长度确定为目标时间长度,并将上述所有目标地磁场实时信号中信号强度最大的目标地磁场实时信号确定为目标极大值信号。上述一段时间内检测到的所有目标地磁场实时信号与预先确定的背景地磁场值之间的差值均大于第一阈值,意味着此时检测到的目标地磁场实时信号有可能是由于车辆通过目标监测位置时所引起的信号,但也有可能是由于相邻车道上的车辆对目标车道的干扰或者由于外界非车辆因素产生的干扰而引起的信号。为了进一步确定上述一段时间内检测到的所有目标地磁场实时信号是否是由于车辆通过目标监测位置时所引起的信号,本发明需要在目标偏差因子大于第二阈值的前提下,对上述目标偏差因子和目标时间长度是否满足相邻车道干扰条件进行判断,以此降低由于外界非车辆因素产生的干扰或者由于相邻车道上的车辆对目标车道的干扰而引起的车辆统计偏差,实现了提高统计结果准确性的目的。In the present invention, when the difference between all target geomagnetic field real-time signals detected within a period of time and the predetermined background geomagnetic field value is greater than the first threshold, the corresponding time length of the above period of time is determined as The target time length, and the real-time signal of the target geomagnetic field with the largest signal strength among all the above-mentioned target geomagnetic field real-time signals is determined as the target maximum value signal. The difference between all the real-time signals of the target geomagnetic field detected within the above-mentioned period of time and the predetermined background geomagnetic field value is greater than the first threshold, which means that the real-time signal of the target geomagnetic field detected at this time may be caused by the passing of the vehicle. The signal is caused by the target monitoring position, but it may also be caused by the interference of vehicles on the adjacent lane to the target lane or the interference caused by external non-vehicle factors. In order to further determine whether all the real-time signals of the geomagnetic field of the target detected in the above-mentioned period of time are signals caused when the vehicle passes the target monitoring position, the present invention needs to calculate the above-mentioned target deviation factor under the premise that the target deviation factor is greater than the second threshold. Judging whether the target time length meets the adjacent lane interference conditions, so as to reduce the interference caused by external non-vehicle factors or the vehicle statistical deviation caused by the interference of vehicles in adjacent lanes on the target lane, and improve the statistical results purpose of accuracy.
附图说明Description of drawings
为了更清楚地说明本发明实施例或现有技术中的技术方案,下面将对实施例或现有技术描述中所需要使用的附图作简单地介绍,显而易见地,下面描述中的附图仅仅是本发明的实施例,对于本领域普通技术人员来讲,在不付出创造性劳动的前提下,还可以根据提供的附图获得其他的附图。In order to more clearly illustrate the technical solutions in the embodiments of the present invention or the prior art, the following will briefly introduce the drawings that need to be used in the description of the embodiments or the prior art. Obviously, the accompanying drawings in the following description are only It is an embodiment of the present invention, and those skilled in the art can also obtain other drawings according to the provided drawings without creative work.
图1为本发明实施例公开的一种交通车辆检测方法流程图;Fig. 1 is a flow chart of a traffic vehicle detection method disclosed in an embodiment of the present invention;
图2为本发明实施例公开的一种交通车辆检测系统结构示意图。Fig. 2 is a schematic structural diagram of a traffic vehicle detection system disclosed in an embodiment of the present invention.
具体实施方式detailed description
下面将结合本发明实施例中的附图,对本发明实施例中的技术方案进行清楚、完整地描述,显然,所描述的实施例仅仅是本发明一部分实施例,而不是全部的实施例。基于本发明中的实施例,本领域普通技术人员在没有做出创造性劳动前提下所获得的所有其他实施例,都属于本发明保护的范围。The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only some, not all, embodiments of the present invention. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the present invention.
本发明实施例公开了一种交通车辆检测方法,参见图1所示,该方法包括:The embodiment of the present invention discloses a traffic vehicle detection method, as shown in Fig. 1, the method includes:
步骤S11:对目标车道上的目标监测位置进行地磁场信号的实时检测,得到目标地磁场实时信号。Step S11: Real-time detection of the geomagnetic field signal at the target monitoring position on the target lane to obtain the real-time signal of the geomagnetic field of the target.
步骤S12:当在一段时间内检测到的所有目标地磁场实时信号与预先确定的背景地磁场值之间的差值均大于第一阈值时,将一段时间所对应的时间长度确定为目标时间长度,并将所有目标地磁场实时信号中信号强度最大的目标地磁场实时信号确定为目标极大值信号。Step S12: When the difference between all real-time signals of the target geomagnetic field detected within a period of time and the predetermined background geomagnetic field value is greater than the first threshold, determine the time length corresponding to a period of time as the target time length , and determine the real-time signal of the target geomagnetic field with the highest signal intensity among all real-time signals of the target geomagnetic field as the target maximum value signal.
步骤S13:根据目标极大值信号和背景地磁场值,确定出目标偏差因子。Step S13: Determine the target deviation factor according to the target maximum value signal and the background geomagnetic field value.
步骤S14:当目标偏差因子大于第二阈值时,判断目标偏差因子和目标时间长度是否满足相邻车道干扰条件,如果是,则将所有目标地磁场实时信号确定为相邻车道对目标车道造成的干扰信号,如果否,则判断目标偏差因子和目标时间长度是否满足车辆通过条件。Step S14: When the target deviation factor is greater than the second threshold, judge whether the target deviation factor and the target time length meet the interference condition of the adjacent lane, if yes, determine all the real-time signals of the target geomagnetic field as caused by the adjacent lane to the target lane Interference signal, if not, judge whether the target deviation factor and the target time length meet the vehicle passing condition.
需要说明的是,为了提高统计结果的准确性,可根据实际应用需要,适当地将上述第二阈值设为数值较高的阈值。当目标偏差因子小于或等于第二阈值时,可直接认定上述所有目标地磁场实时信号是由外界的非车辆因素所造成的干扰信号,由此有利于降低由于外界非车辆因素产生的干扰而造成的统计误差。当目标偏差因子大于第二阈值时,则认定上述所有目标地磁场实时信号是由目标车道上或相邻车道上的行驶车辆引起的信号。It should be noted that, in order to improve the accuracy of statistical results, the above-mentioned second threshold may be appropriately set to a higher threshold according to actual application requirements. When the target deviation factor is less than or equal to the second threshold, it can be directly determined that all the real-time signals of the above-mentioned target geomagnetic field are interference signals caused by external non-vehicle factors, which is conducive to reducing the interference caused by external non-vehicle factors. statistical error. When the target deviation factor is greater than the second threshold, it is determined that all the real-time signals of the above-mentioned target geomagnetic field are signals caused by vehicles traveling on the target lane or on adjacent lanes.
步骤S15:当目标偏差因子和目标时间长度满足车辆通过条件时,则将所有目标地磁场实时信号确定为由车辆通过目标车道上的目标监测位置时所检测到的信号。Step S15: When the target deviation factor and the target time length satisfy the vehicle passing condition, then determine all the real-time signals of the geomagnetic field of the target as the signals detected when the vehicle passes the target monitoring position on the target lane.
本发明实施例中,当在一段时间内检测到的所有目标地磁场实时信号与预先确定的背景地磁场值之间的差值均大于第一阈值时,便将上述一段时间所对应的时间长度确定为目标时间长度,并将上述所有目标地磁场实时信号中信号强度最大的目标地磁场实时信号确定为目标极大值信号。上述一段时间内检测到的所有目标地磁场实时信号与预先确定的背景地磁场值之间的差值均大于第一阈值,意味着此时检测到的目标地磁场实时信号有可能是由于车辆通过目标监测位置时所引起的信号,但也有可能是由于相邻车道上的车辆对目标车道的干扰或者由于外界非车辆因素产生的干扰而引起的信号。为了进一步确定上述一段时间内检测到的所有目标地磁场实时信号是否是由于车辆通过目标监测位置时所引起的信号,本发明实施例需要在目标偏差因子大于第二阈值的前提下,对上述目标偏差因子和目标时间长度是否满足相邻车道干扰条件进行判断,以此降低由于外界非车辆因素产生的干扰或者由于相邻车道上的车辆对目标车道的干扰而引起的车辆统计偏差,实现了提高统计结果准确性的目的。In the embodiment of the present invention, when the difference between all real-time signals of the target geomagnetic field detected within a period of time and the predetermined background geomagnetic field value is greater than the first threshold value, the time length corresponding to the above period of time is set to It is determined as the target time length, and the real-time signal of the target geomagnetic field with the largest signal strength among all the above-mentioned real-time signals of the target geomagnetic field is determined as the target maximum value signal. The difference between all the real-time signals of the target geomagnetic field detected within the above period of time and the predetermined background geomagnetic field value is greater than the first threshold, which means that the real-time signal of the target geomagnetic field detected at this time may be caused by the passing of the vehicle. The signal is caused by the target monitoring position, but it may also be caused by the interference of vehicles on the adjacent lane to the target lane or the interference caused by external non-vehicle factors. In order to further determine whether all the real-time signals of the geomagnetic field of the target detected within a period of time are signals caused by the vehicle passing the target monitoring position, the embodiment of the present invention needs to detect the above target on the premise that the target deviation factor is greater than the second threshold. Whether the deviation factor and the target time length meet the interference conditions of adjacent lanes is judged, so as to reduce the interference caused by external non-vehicle factors or the vehicle statistical deviation caused by the interference of vehicles on the adjacent lanes on the target lane, and realize the improvement. The purpose of accuracy of statistical results.
本发明实施例公开了一种具体的交通车辆检测方法,本实施例对上一实施例公开的方法进行进一步的说明。本实施例中公开的交通车辆检测方法包括:The embodiment of the present invention discloses a specific traffic vehicle detection method, and this embodiment further describes the method disclosed in the previous embodiment. The traffic vehicle detection method disclosed in this embodiment includes:
步骤S11:对目标车道上的目标监测位置进行地磁场信号的实时检测,得到目标地磁场实时信号。Step S11: Real-time detection of the geomagnetic field signal at the target monitoring position on the target lane to obtain the real-time signal of the geomagnetic field of the target.
具体的,本实施例是对目标车道上的目标监测位置进行地磁场信号y轴分量的实时检测,得到目标地磁场实时信号。也即,本实施例中的目标地磁场实时信号是指由地磁场信号的y轴分量构成的信号。Specifically, in this embodiment, the real-time detection of the y-axis component of the geomagnetic field signal is performed on the target monitoring position on the target lane to obtain the real-time signal of the geomagnetic field of the target. That is, the real-time signal of the target geomagnetic field in this embodiment refers to a signal composed of the y-axis component of the geomagnetic field signal.
步骤S12:当在一段时间内检测到的所有目标地磁场实时信号与预先确定的背景地磁场值之间的差值均大于第一阈值时,将一段时间所对应的时间长度确定为目标时间长度,并将所有目标地磁场实时信号中信号强度最大的目标地磁场实时信号确定为目标极大值信号。Step S12: When the difference between all real-time signals of the target geomagnetic field detected within a period of time and the predetermined background geomagnetic field value is greater than the first threshold, determine the time length corresponding to a period of time as the target time length , and determine the real-time signal of the target geomagnetic field with the highest signal intensity among all real-time signals of the target geomagnetic field as the target maximum value signal.
需要说明的是,由于在实际的车辆检测过程中,不同时段下目标监测位置周围的背景地磁场值的强度是存在差异的,为了降低背景地磁场值的差异对检测结果的不良影响,每次对目标监测位置进行交通车辆检测作业时,均需预先对背景地磁场值进行重新确定处理。It should be noted that, in the actual vehicle detection process, there are differences in the strength of the background geomagnetic field around the target monitoring position at different time periods. When carrying out traffic vehicle detection operations on the target monitoring position, it is necessary to re-determine the background geomagnetic field value in advance.
其中,在一次交通车辆检测作业中,预先确定背景地磁场值的过程具体可以包括:Wherein, in a traffic vehicle detection operation, the process of predetermining the background geomagnetic field value may specifically include:
步骤S121:当在需要确定背景地磁场值时,如果此时没有车辆通过目标监测位置,则对第一时间段内目标监测位置的地磁场信号进行检测,得到L个地磁场背景信号,L为大于2的正整数;利用上一次交通车辆检测作业中的背景地磁场值和L个地磁场背景信号中的M个地磁场背景信号,计算得到本次交通车辆检测作业中的背景地磁场值;其中,M个地磁场背景信号为在时间轴上位于L个地磁场背景信号中间位置的M个信号;也即,去掉上述L个地磁场背景信号中位于时间轴两端的若干个信号,只保留位于时间轴中部位置的M个地磁场背景信号。Step S121: When it is necessary to determine the background geomagnetic field value, if no vehicle passes the target monitoring position at this time, then detect the geomagnetic field signal of the target monitoring position in the first time period, and obtain L background geomagnetic field signals, L is A positive integer greater than 2; the background geomagnetic field value in the traffic vehicle detection operation is calculated by using the background geomagnetic field value in the last traffic vehicle detection operation and the M geomagnetic field background signals in the L geomagnetic field background signals; Among them, the M background signals of the geomagnetic field are M signals located in the middle of the L background signals of the geomagnetic field on the time axis; that is, several signals located at both ends of the time axis among the above-mentioned L background signals of the geomagnetic field are removed, and only M background signals of the geomagnetic field located in the middle of the time axis.
步骤S122:当在需要确定背景地磁场值时,如果此时有车辆通过目标监测位置,则将上一次交通车辆检测作业的背景地磁场值确定为本次交通车辆检测作业的背景地磁场值。Step S122: When it is necessary to determine the background geomagnetic field value, if a vehicle passes the target monitoring position at this time, determine the background geomagnetic field value of the previous traffic vehicle detection operation as the background geomagnetic field value of the traffic vehicle detection operation.
在步骤S121中,利用上一次交通车辆检测作业中的背景地磁场值和L个地磁场背景信号中的M个地磁场背景信号,计算得到本次交通车辆检测作业中的背景地磁场值的过程具体可以包括:In step S121, the process of calculating the background geomagnetic field value in this traffic vehicle detection operation by using the background geomagnetic field value in the previous traffic vehicle detection operation and the M geomagnetic field background signals in the L geomagnetic field background signals Specifically can include:
对M个地磁场背景信号进行平均值计算,得到第一平均值;分别将上一次交通车辆检测作业中的背景地磁场值和第一平均值乘以各自的权重系数并进行相加处理,得到本次交通车辆检测作业中的背景地磁场值。Calculate the average value of the M background signals of the geomagnetic field to obtain the first average value; respectively multiply the background geomagnetic field value and the first average value in the last traffic vehicle detection operation by their respective weight coefficients and add them together to obtain The background geomagnetic field value in this traffic vehicle detection operation.
其中,第一平均值的权重系数为β,上一次交通车辆检测作业中的背景地磁场值的权重系数为1-β,β为小于1的正数。上述权重系数β作为遗忘因子,可以根据实际应用需要对其进行设定。Wherein, the weight coefficient of the first average value is β, the weight coefficient of the background geomagnetic field value in the previous traffic vehicle detection operation is 1-β, and β is a positive number less than 1. The above weight coefficient β is used as a forgetting factor, which can be set according to actual application needs.
另外需要说明的是,在初始交通车辆检测作业中,即在第一次进行交通车辆检测作业时,预先确定背景地磁场值的过程包括:In addition, it should be noted that in the initial traffic vehicle detection operation, that is, when the traffic vehicle detection operation is performed for the first time, the process of pre-determining the background geomagnetic field value includes:
在没有车辆通过目标监测位置的情况下,对第二时间段内目标监测位置的地磁场信号进行检测,得到M0个地磁场背景信号,M0为正整数;对M0个地磁场背景信号进行平均值计算,得到第二平均值,并将第二平均值确定为初始交通车辆检测作业的背景地磁场值。When no vehicle passes the target monitoring position, detect the geomagnetic field signal of the target monitoring position in the second time period, and obtain M 0 geomagnetic field background signals, M 0 is a positive integer; for M 0 geomagnetic field background signals The average value is calculated to obtain the second average value, and the second average value is determined as the background geomagnetic field value of the initial traffic vehicle detection operation.
在步骤S12中,可将所有目标地磁场实时信号中的第i个目标地磁场实时信号设为Sy(i),其中y用于表示Sy(i)为地磁场信号的y轴分量;将本次交通车辆检测作业中的背景地磁场值设为By(m),其中m代表本次交通检测作业中的次序号;另外,第一阈值可表示为By(m)·γ0,那么,第i个目标地磁场实时信号与背景地磁场值之间的差值大于第一阈值具体可表示为:In step S12, the i-th target geomagnetic field real-time signal in all target geomagnetic field real-time signals can be set as S y (i), wherein y is used to represent that S y (i) is the y-axis component of the geomagnetic field signal; Set the background geomagnetic field value in this traffic vehicle detection operation as By y (m), where m represents the sequence number in this traffic detection operation; in addition, the first threshold can be expressed as By y (m) γ 0 , then the difference between the real-time signal of the i-th target geomagnetic field and the background geomagnetic field value is greater than the first threshold, which can be specifically expressed as:
Sy(i)-By(m)>By(m)·γ0,也即, S y (i)-B y (m)>B y (m)·γ 0 , that is,
其中,在实际应用过程中发现,γ0的优选的取值范围是大于0.01小于0.05。Wherein, it is found in the actual application process that the preferred value range of γ 0 is greater than 0.01 and less than 0.05.
步骤S13:根据目标极大值信号和背景地磁场值,确定出目标偏差因子。Step S13: Determine the target deviation factor according to the target maximum value signal and the background geomagnetic field value.
上述根据目标极大值信号和背景地磁场值,确定出目标偏差因子的过程具体可以包括:The above-mentioned process of determining the target deviation factor according to the target maximum signal and the background geomagnetic field value may specifically include:
将目标极大值信号减去背景地磁场值后,得到相应的差值,并将该差值与背景地磁场值之间的比值确定为目标偏差因子。After subtracting the background geomagnetic field value from the target maximum signal, the corresponding difference is obtained, and the ratio between the difference and the background geomagnetic field value is determined as the target deviation factor.
具体的,可将上述目标极大值信号设为Maxy,那么,目标偏差因子可表示成:Specifically, the above target maximum value signal can be set as Max y , then the target deviation factor can be expressed as:
步骤S14:当目标偏差因子大于第二阈值时,判断目标偏差因子和目标时间长度是否满足相邻车道干扰条件,如果是,则将所有目标地磁场实时信号确定为相邻车道对目标车道造成的干扰信号,如果否,则判断目标偏差因子和目标时间长度是否满足车辆通过条件。Step S14: When the target deviation factor is greater than the second threshold, judge whether the target deviation factor and the target time length meet the interference condition of the adjacent lane, if yes, determine all the real-time signals of the target geomagnetic field as caused by the adjacent lane to the target lane Interference signal, if not, judge whether the target deviation factor and the target time length meet the vehicle passing condition.
其中,在实际应用过程中发现,第二阈值的优选的取值范围是大于0.15小于0.3。Wherein, it is found during practical application that the preferred value range of the second threshold is greater than 0.15 and less than 0.3.
上述判断目标偏差因子和目标时间长度是否满足相邻车道干扰条件的过程具体可以包括:The above-mentioned process of judging whether the target deviation factor and the target time length meet the adjacent lane interference condition may specifically include:
判断目标时间长度是否大于大车通过时间以及判断目标偏差因子是否小于大车最小偏差因子,如果目标时间长度大于大车通过时间且目标偏差因子小于大车最小偏差因子,则判定目标偏差因子和目标时间长度满足相邻车道干扰条件,否则,则判定目标偏差因子和目标时间长度不满足相邻车道干扰条件;其中,大车通过时间为大车通过目标监测位置时所需的时间,大车最小偏差因子为大车通过目标车道时最小的检测偏差因子。需要说明的是,上述大车通过时间和大车最小偏差因子均是从实际应用过程中得出的经验值,在此不对其作具体的限定。Judging whether the target time length is greater than the cart passing time and judging whether the target deviation factor is smaller than the cart minimum deviation factor, if the target time length is greater than the cart passing time and the target deviation factor is smaller than the cart minimum deviation factor, then determine the target deviation factor and the target The time length satisfies the interference condition of the adjacent lane, otherwise, it is determined that the target deviation factor and the target time length do not meet the interference condition of the adjacent lane; among them, the cart passing time is the time required for the cart to pass the target monitoring position, and the cart is the minimum The deviation factor is the minimum detection deviation factor when the large vehicle passes the target lane. It should be noted that the above-mentioned cart passing time and the minimum deviation factor of the cart are empirical values obtained from the actual application process, and are not specifically limited here.
另外,由于车道上行驶的车辆种类各异,为了降低车辆种类的差别而引起的检测误差,本实施例中的车辆通过条件可以包括大车通过条件和小车通过条件。由此,判断目标偏差因子和目标时间长度是否满足车辆通过条件的过程具体可以包括:In addition, since there are different types of vehicles driving on the lane, in order to reduce detection errors caused by differences in vehicle types, the vehicle passing conditions in this embodiment may include large vehicle passing conditions and small vehicle passing conditions. Therefore, the process of judging whether the target deviation factor and the target time length meet the vehicle passing conditions may specifically include:
步骤S141:判断目标时间长度是否大于大车通过时间以及判断目标偏差因子是否大于小车最大偏差因子,如果目标时间长度大于大车通过时间且目标偏差因子大于小车最大偏差因子,则判定目标偏差因子和目标时间长度满足大车通过条件。Step S141: Determine whether the target time length is greater than the cart passing time and determine whether the target deviation factor is greater than the maximum deviation factor of the trolley. If the target time length is greater than the cart passing time and the target deviation factor is greater than the maximum deviation factor of the trolley, then determine the target deviation factor and The target time length satisfies the conditions for passing the cart.
步骤S142:判断目标时间长度是否小于小车通过时间,如果是,则判定目标偏差因子和目标时间长度满足小车通过条件;Step S142: Judging whether the target time length is less than the trolley passing time, if yes, then judging that the target deviation factor and the target time length satisfy the trolley passing condition;
其中,小车最大偏差因子为小车通过目标车道时最大的检测偏差因子,小车通过时间为小车通过目标监测位置时所需的时间。需要说明的是,上述小车通过时间和小车最大偏差因子均是从实际应用过程中得出的经验值,在此不对其作具体的限定。Among them, the maximum deviation factor of the car is the maximum detection deviation factor when the car passes the target lane, and the passing time of the car is the time required for the car to pass the target monitoring position. It should be noted that the passing time of the trolley and the maximum deviation factor of the trolley mentioned above are empirical values obtained from the actual application process, and are not specifically limited here.
具体的,可将大车通过时间、小车通过时间、大车最小偏差因子和小车最大偏差因子分别设为TL、TS、γL和γS。那么,Specifically, the passing time of the cart, the passing time of the trolley, the minimum deviation factor of the cart and the maximum deviation factor of the trolley can be set as T L , T S , γ L and γ S respectively. So,
相邻车道干扰条件可以表示为:Δt>TL且αy<γL;The adjacent lane interference condition can be expressed as: Δt>T L and α y <γ L ;
大车通过条件可以表示为:Δt>TL且αy>γS;The passing conditions of carts can be expressed as: Δt>T L and α y >γ S ;
小车通过条件可以表示为:Δt<TS。The passing condition of the trolley can be expressed as: Δt<T S .
其中,Δt表示目标时间长度,αy表示目标偏差因子。Among them, Δt represents the target time length, and α y represents the target deviation factor.
步骤S15:当目标偏差因子和目标时间长度满足车辆通过条件时,则将所有目标地磁场实时信号确定为由车辆通过目标车道上的目标监测位置时所检测到的信号。Step S15: When the target deviation factor and the target time length satisfy the vehicle passing condition, then determine all the real-time signals of the geomagnetic field of the target as the signals detected when the vehicle passes the target monitoring position on the target lane.
将所有目标地磁场实时信号确定为由车辆通过目标车道上的目标监测位置时所检测到的信号,意味着有车辆经过目标道路上的目标监测位置,由此相应地增加通过目标监测位置的行驶车辆的数量。Determining all real-time signals of the geomagnetic field of the target as the signals detected when the vehicle passes the target monitoring position on the target lane means that there is a vehicle passing the target monitoring position on the target road, thereby correspondingly increasing the driving time passing the target monitoring position the number of vehicles.
本发明实施例中,每次对目标监测位置进行交通车辆检测作业时,均需预先对背景地磁场值进行重新确定处理,由此降低了不同时段中背景地磁场值的差异对检测结果的不良影响;另外,本实施例中的车辆通过条件可以包括大车通过条件和小车通过条件,降低了由于车辆种类的差别而引起的检测误差。In the embodiment of the present invention, every time the traffic vehicle detection operation is performed on the target monitoring position, the background geomagnetic field value needs to be re-determined in advance, thereby reducing the influence of the difference in the background geomagnetic field value in different periods on the detection results. Influence; In addition, the vehicle passing conditions in this embodiment may include large vehicle passing conditions and small vehicle passing conditions, which reduces detection errors caused by differences in vehicle types.
本发明实施例还公开了一种交通车辆检测系统,参见图2所示,该系统包括:The embodiment of the present invention also discloses a traffic vehicle detection system, as shown in Figure 2, the system includes:
信号检测模块21,用于对目标车道上的目标监测位置进行地磁场信号的实时检测,得到目标地磁场实时信号;The signal detection module 21 is used for the real-time detection of the geomagnetic field signal to the target monitoring position on the target lane, and obtains the real-time signal of the geomagnetic field of the target;
信号处理模块22,用于当在一段时间内检测到的所有目标地磁场实时信号与预先确定的背景地磁场值之间的差值均大于第一阈值时,将一段时间所对应的时间长度确定为目标时间长度,并将所有目标地磁场实时信号中信号强度最大的目标地磁场实时信号确定为目标极大值信号;The signal processing module 22 is used to determine the time length corresponding to a period of time when the difference between all real-time signals of the target geomagnetic field detected within a period of time and the predetermined background geomagnetic field value is greater than the first threshold. Be the target time length, and determine the target geomagnetic field real-time signal with the largest signal strength among all target geomagnetic field real-time signals as the target maximum value signal;
偏差因子确定模块23,用于根据目标极大值信号和背景地磁场值,确定出目标偏差因子;Deviation factor determination module 23, for determining the target deviation factor according to the target maximum value signal and the background geomagnetic field value;
第一判断模块24,用于当目标偏差因子大于第二阈值时,判断目标偏差因子和目标时间长度是否满足相邻车道干扰条件,如果是,则将所有目标地磁场实时信号确定为相邻车道对目标车道造成的干扰信号;The first judging module 24 is used to determine whether the target deviation factor and the target time length meet the adjacent lane interference condition when the target deviation factor is greater than the second threshold, and if so, determine all target geomagnetic field real-time signals as adjacent lanes Interference signals caused to the target lane;
第二判断模块25,用于当第一判断模块24判定目标偏差因子和目标时间长度不满足相邻车道干扰条件时,判断目标偏差因子和目标时间长度是否满足车辆通过条件,如果是,则将所有目标地磁场实时信号确定为由车辆通过目标车道上的目标监测位置时所检测到的信号。The second judging module 25 is used to determine whether the target deviation factor and the target time length meet the vehicle passing condition when the first judging module 24 judges that the target deviation factor and the target time length do not meet the interference condition of the adjacent lane. All real-time signals of the geomagnetic field of the target are determined as signals detected when the vehicle passes the target monitoring position on the target lane.
其中,优选的信号检测模块21为磁传感器。Among them, the preferred signal detection module 21 is a magnetic sensor.
本发明实施例中,当在一段时间内检测到的所有目标地磁场实时信号与预先确定的背景地磁场值之间的差值均大于第一阈值时,信号处理模块便将上述一段时间所对应的时间长度确定为目标时间长度,并将上述所有目标地磁场实时信号中信号强度最大的目标地磁场实时信号确定为目标极大值信号。上述一段时间内检测到的所有目标地磁场实时信号与预先确定的背景地磁场值之间的差值均大于第一阈值,意味着此时检测到的目标地磁场实时信号有可能是由于车辆通过目标监测位置时所引起的信号,但也有可能是由于相邻车道上的车辆对目标车道的干扰或者由于外界非车辆因素产生的干扰而引起的信号。为了进一步确定上述一段时间内检测到的所有目标地磁场实时信号是否是由于车辆通过目标监测位置时所引起的信号,本发明实施例中的第一判断模块需要在目标偏差因子大于第二阈值的前提下,对上述目标偏差因子和目标时间长度是否满足相邻车道干扰条件进行判断,以此降低由于外界非车辆因素产生的干扰或者由于相邻车道上的车辆对目标车道的干扰而引起的车辆统计偏差,实现了提高统计结果准确性的目的。In the embodiment of the present invention, when the differences between all real-time signals of the target geomagnetic field detected within a period of time and the predetermined background geomagnetic field values are greater than the first threshold, the signal processing module will The time length of is determined as the target time length, and the real-time signal of the target geomagnetic field with the largest signal strength among all the above-mentioned real-time signals of the geomagnetic field of the target is determined as the target maximum value signal. The difference between all the real-time signals of the target geomagnetic field detected within the above-mentioned period of time and the predetermined background geomagnetic field value is greater than the first threshold, which means that the real-time signal of the target geomagnetic field detected at this time may be caused by the passing of the vehicle. The signal is caused by the target monitoring position, but it may also be caused by the interference of vehicles on the adjacent lane to the target lane or the interference caused by external non-vehicle factors. In order to further determine whether all the real-time signals of the geomagnetic field of the target detected within the above-mentioned period of time are signals caused by the vehicle passing the target monitoring position, the first judging module in the embodiment of the present invention needs to detect when the target deviation factor is greater than the second threshold Under the premise, judge whether the above-mentioned target deviation factor and target time length meet the adjacent lane interference conditions, so as to reduce the interference caused by external non-vehicle factors or the interference of vehicles in adjacent lanes on the target lane. Statistical deviation, to achieve the purpose of improving the accuracy of statistical results.
最后,还需要说明的是,在本文中,诸如第一和第二等之类的关系术语仅仅用来将一个实体或者操作与另一个实体或操作区分开来,而不一定要求或者暗示这些实体或操作之间存在任何这种实际的关系或者顺序。而且,术语“包括”、“包含”或者其任何其他变体意在涵盖非排他性的包含,从而使得包括一系列要素的过程、方法、物品或者设备不仅包括那些要素,而且还包括没有明确列出的其他要素,或者是还包括为这种过程、方法、物品或者设备所固有的要素。在没有更多限制的情况下,由语句“包括一个……”限定的要素,并不排除在包括所述要素的过程、方法、物品或者设备中还存在另外的相同要素。Finally, it should also be noted that in this text, relational terms such as first and second etc. are only used to distinguish one entity or operation from another, and do not necessarily require or imply that these entities or operations, any such actual relationship or order exists. Furthermore, the term "comprises", "comprises" or any other variation thereof is intended to cover a non-exclusive inclusion such that a process, method, article or apparatus comprising a set of elements includes not only those elements, but also includes elements not expressly listed. other elements of or also include elements inherent in such a process, method, article, or apparatus. Without further limitations, an element defined by the phrase "comprising a ..." does not exclude the presence of additional identical elements in the process, method, article or apparatus comprising said element.
以上对本发明所提供的一种交通车辆检测方法及系统进行了详细介绍,本文中应用了具体个例对本发明的原理及实施方式进行了阐述,以上实施例的说明只是用于帮助理解本发明的方法及其核心思想;同时,对于本领域的一般技术人员,依据本发明的思想,在具体实施方式及应用范围上均会有改变之处,综上所述,本说明书内容不应理解为对本发明的限制。Above, a kind of traffic vehicle detection method and system provided by the present invention have been introduced in detail. In this paper, specific examples have been used to illustrate the principle and implementation of the present invention. The description of the above embodiments is only used to help understand the present invention. method and its core idea; at the same time, for those of ordinary skill in the art, according to the idea of the present invention, there will be changes in the specific implementation and application scope. Invention Limitations.
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